Basic Statistics

Raw Counts

Name Value
Rows 626
Columns 146
Discrete columns 0
Continuous columns 146
All missing columns 0
Missing observations 2,191
Complete Rows 264
Total observations 91,396
Memory allocation 491.6 Kb

Percentages

Data Structure

Missing Data Profile

Univariate Distribution

Histogram

QQ Plot

## Warning: Removed 66 rows containing non-finite outside the scale range (`stat_qq()`).
## Warning: Removed 66 rows containing non-finite outside the scale range (`stat_qq_line()`).

## Warning: Removed 722 rows containing non-finite outside the scale range (`stat_qq()`).
## Warning: Removed 722 rows containing non-finite outside the scale range (`stat_qq_line()`).

## Warning: Removed 68 rows containing non-finite outside the scale range (`stat_qq()`).
## Warning: Removed 68 rows containing non-finite outside the scale range (`stat_qq_line()`).

## Warning: Removed 696 rows containing non-finite outside the scale range (`stat_qq()`).
## Warning: Removed 696 rows containing non-finite outside the scale range (`stat_qq_line()`).

## Warning: Removed 639 rows containing non-finite outside the scale range (`stat_qq()`).
## Warning: Removed 639 rows containing non-finite outside the scale range (`stat_qq_line()`).

Correlation Analysis

## Warning in cor(x = structure(list(feature09 = c(1, 0, 1, 0, 0, 1, 0, 0, : 标准差为零

Principal Component Analysis

## Warning in plot_prcomp(data = structure(list(feature09 = c(1, 0, 1, 0, 0, : The following features are dropped due to zero variance:
##  * feature67
##  * feature14_3
##  * feature17_13
##  * feature17_14
##  * feature17_35
##  * feature17_39
##  * feature17_40
##  * feature17_42
##  * feature17_47
##  * feature17_49
##  * feature17_51
##  * feature17_54
##  * feature17_56
##  * feature17_57
##  * feature17_62
##  * feature17_67
##  * feature17_71
##  * feature17_72
##  * feature17_74
##  * feature24_12
##  * feature24_13
##  * feature24_14
##  * feature24_15
##  * feature24_16
##  * feature24_18
##  * feature24_20
##  * feature24_22
##  * feature24_23
##  * feature24_24
##  * feature24_25